{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from matplotlib.pyplot import savefig  \n",
    "from matplotlib.pyplot import figaspect\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import seaborn as sns \n",
    "from pathlib import Path\n",
    "\n",
    "sns.set_style('white')\n",
    "\n",
    "readin = '/Users/christopherrauh/Dropbox/JEEA_replication/'\n",
    "\n",
    "dpdf = ['anyviolence']\n",
    "\n",
    "\n",
    "def separation_plot_many(pdata, mytitle, axnum, alpha=0.6):\n",
    "    '''\n",
    "    Display observed events against predicted probabilities for binary classification problems\n",
    "    Arguments\n",
    "    ---------\n",
    "        y_true : vector of observed class labels\n",
    "        y_pred : vector of predicted probabilities\n",
    "        fname: file path to directory to save plot \n",
    "        alpha: float from 0 to 1, transparency of indicators of observed events\n",
    "    '''\n",
    "    #print(len(y_true))\n",
    "    #print(len(y_pred))\n",
    "    #pdata = pd.DataFrame([y_true, y_pred]).T\n",
    "    #pdata = pd.DataFrame(y_true, y_pred).T\n",
    "    pdata.columns = ['y', 'yhat']\n",
    "    pdata = pdata.sort_values('yhat')\n",
    "    pdata = pdata.reset_index(drop=True)\n",
    "    #print(pdata)\n",
    "    events = pdata[pdata['y'] == 1]\n",
    "    evals = events.index.values\n",
    "    #print(evals)\n",
    "\n",
    "    plt.subplot(1,2,axnum).set(adjustable='box', ylim=[0,1], aspect= evals[-1])\n",
    "\n",
    "    #plt.figure(figsize=(12, 2.5))\n",
    "    #plt.figure()\n",
    "    #plt.tick_params(axis='x', which='both', top='off')\n",
    "    if axnum == 1:\n",
    "        plt.ylabel('Predicted risk', fontsize=8)\n",
    "\n",
    "    #plt.xlabel('Predictions ordered by level of risk')\n",
    "    ax = plt.gca()\n",
    "    #ax.set_xlim([(evals[0] - 1), (evals[-1] + 1)])\n",
    "    ax.set_xlim([1, (evals[-1] + 1)])\n",
    "    ax.set_ylim([0, 1])\n",
    "    #ax.ylim((0, 1))\n",
    "    \n",
    "    \n",
    "    ax.plot(pdata['yhat'], linestyle='--', color='red', lw = 4, label = 'Predicted risk', zorder=3)\n",
    "    rr = 0\n",
    "    for i in evals:\n",
    "        if rr == 0:\n",
    "            ax.axvline(x=i, linewidth=0.15, linestyle='-', color='k', alpha=alpha, label = 'Onsets', zorder=2)\n",
    "            rr = 1\n",
    "        else:\n",
    "            ax.axvline(x=i, linewidth=0.15, linestyle='-', color='k', alpha=alpha, zorder=1)\n",
    "     \n",
    "    ax.set_xlabel('Rank of prediction', fontsize=8)\n",
    "    ax.tick_params(labelsize=6)\n",
    "    #ax.legend(loc=\"upper left\")\n",
    "    if axnum == 2:\n",
    "        ax.legend(loc='upper center', bbox_to_anchor=(0.5, -0.15),\n",
    "           fancybox=True, shadow=True, ncol=2, fontsize=8)\n",
    "    plt.title(mytitle[axnum-1], fontsize=8)\n",
    "    #plt.plot()\n",
    "    #plt.savefig(fname)\n",
    "    #plt.close()\n",
    "\n",
    "\n",
    "def separation_plot(pdata, fname, alpha=0.6):\n",
    "    '''\n",
    "    Display observed events against predicted probabilities for binary classification problems\n",
    "    Arguments\n",
    "    ---------\n",
    "        y_true : vector of observed class labels\n",
    "        y_pred : vector of predicted probabilities\n",
    "        fname: file path to directory to save plot \n",
    "        alpha: float from 0 to 1, transparency of indicators of observed events\n",
    "    '''\n",
    "    #print(len(y_true))\n",
    "    #print(len(y_pred))\n",
    "    #pdata = pd.DataFrame([y_true, y_pred]).T\n",
    "    #pdata = pd.DataFrame(y_true, y_pred).T\n",
    "    pdata.columns = ['y', 'yhat']\n",
    "    pdata = pdata.sort_values('yhat')\n",
    "    pdata = pdata.reset_index(drop=True)\n",
    "    #print(pdata)\n",
    "    events = pdata[pdata['y'] == 1]\n",
    "\n",
    "    evals = events.index.values\n",
    "    #print(evals)\n",
    "\n",
    "    #plt.figure(figsize=(12, 2.5))\n",
    "    plt.figure()\n",
    "    #plt.tick_params(axis='x', which='both', top='off')\n",
    "    plt.ylabel('Predicted risk')\n",
    "    #plt.xlabel('Predictions ordered by level of risk')\n",
    "    ax = plt.gca()\n",
    "    #ax.set_xlim([(evals[0] - 1), (evals[-1] + 1)])\n",
    "    ax.set_xlim([1, (evals[-1] + 1)])\n",
    "    ax.set_ylim([0, 1])\n",
    "    \n",
    "\n",
    "    rr = 0\n",
    "    for i in evals:\n",
    "        if rr == 0:\n",
    "            ax.axvline(x=i, linewidth=0.15, linestyle='-', color='k', alpha=alpha, label = 'Onsets', zorder=2)\n",
    "            rr = 1\n",
    "        else:\n",
    "            ax.axvline(x=i, linewidth=0.15, linestyle='-', color='k', alpha=alpha, zorder=1)\n",
    "    \n",
    "    ax.plot(pdata['yhat'], linestyle='--', color='red', lw = 4, label = 'Predicted risk', zorder=3)\n",
    "    ax.set_xlabel('Rank of prediction')\n",
    "    ax.legend(loc=\"upper left\")\n",
    "    plt.savefig(fname)\n",
    "    plt.close() \n",
    "\n",
    "\n",
    "\n",
    "def separating_dem(t, tokens,cutter, kick_weird, where, model_type, longer, g):  \n",
    "\n",
    "    r = 1\n",
    "\n",
    "    mytitle = ['Any violence','Armed conflict']\n",
    "\n",
    "\n",
    "    my_file = Path(readin +  model_type + tokens+  '_' +str(cutter)+  '_' +str(kick_weird)+ '_' + where+  '_topics'+str(t)+'_' + str(longer)+'_' + str(g) +'.csv') \n",
    "    #savefig(, bbox_inches='tight')\n",
    "    data = pd.read_table(my_file, sep=',')\n",
    "\n",
    "    mine = ['text', 'mine']\n",
    "    #actual code\n",
    "\n",
    "    for dup in dpdf:\n",
    "        for key in mine:\n",
    "\n",
    "            dep = 'ons_' + dup + str(g)\n",
    "\n",
    "            preds = data.drop(data[(data.dep != dep)].index)\n",
    "            \n",
    "            #preds = preds.drop(preds[(preds.dup == 1)].index)\n",
    "\n",
    "            preds = preds[[dep,key]]\n",
    "\n",
    "            if key == 'mine':\n",
    "                callit = 'hachris'\n",
    "            else:   \n",
    "                callit = key\n",
    "\n",
    "\n",
    "\n",
    "            \n",
    "            # demo separation plot \n",
    "            #separation_plot(y_outcome, y_predicted, fname=where + 'BBC_figures/separation_plot_'+dep+'.pdf')\n",
    "            separation_plot(preds, fname=readin + 'Figures_'+ where + '/' + model_type + dep + str(longer) + '_separation_'+kick_weird+'_'+str(cutter)+'_'+tokens+'_'+str(t)+'_'+callit+'_'+str(g)+'.pdf')\n",
    "\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "separating_dem(\"30\", \"1_3\",\"200\", \"0\", \"superall\", \"RandomForest\", \"0\", \"1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from itertools import cycle\n",
    "import pandas as pd\n",
    "from sklearn.metrics import roc_curve, auc\n",
    "from pathlib import Path\n",
    "from matplotlib.pyplot import savefig  \n",
    "from matplotlib.pyplot import figaspect  \n",
    "import csv\n",
    "from sklearn.metrics import average_precision_score\n",
    "from sklearn.metrics import precision_recall_curve\n",
    "\n",
    "\n",
    "dpdf = ['anyviolence', 'armedconf']\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "def read_topics_data(T, tokens,cutter, kick_weird, where, model_type, longer,g,comp):\n",
    "\n",
    "   \n",
    "\n",
    "    #if model_type == 'stacking_':\n",
    "    #    mores = ['stacking', 'stacking2', 'stacking3', 'stacking4', 'stacking5']\n",
    "    \n",
    "    \n",
    "\n",
    "\n",
    "\n",
    "    \n",
    "\n",
    "\n",
    "    \n",
    "    for t in T:\n",
    "        #my_file = Path(readin + more + including+  '_' +tokens+  '_' +str(cutter)+  '_' +str(kick_weird)+  '_' +where+ '_topics'+str(t)+'_' + str(longer) +'.csv')\n",
    "        my_file = Path(readin +  model_type + tokens +  '_' +str(cutter)+  '_' +str(kick_weird)+ '_' + where+  '_topics' + str(t) + '_' + str(longer) + '_' + str(g) +'.csv')\n",
    "        #print(my_file)\n",
    "        data = pd.read_table(my_file, sep=',')\n",
    "        #for col in data.columns: \n",
    "        #    print(col)\n",
    "        text = \"text\"+str(t)\n",
    "        mine = \"mine\"+str(t)\n",
    "        data = data.rename(columns={\"text\": text, \"mine\": mine})\n",
    "        if t == 7:\n",
    "            datax = data\n",
    "        else:\n",
    "            data = data[['isocode','year','month','dep',text,mine]]\n",
    "            datax = pd.merge(datax, data, on=['isocode','year','month','dep'])\n",
    "    \n",
    "    \n",
    "    \n",
    "    \n",
    "    return datax\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['text7', 'text15', 'text30', 'ons_anyviolence1', 'year'], dtype='object')\n",
      "observations p 0   28980\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['text7', 'text15', 'text30', 'ons_anyviolence1', 'year'], dtype='object')\n",
      "observations p 1   18841\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['text7', 'text15', 'text30', 'ons_armedconf1', 'year'], dtype='object')\n",
      "observations p 0   32397\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['text7', 'text15', 'text30', 'ons_armedconf1', 'year'], dtype='object')\n",
      "observations p 1   25011\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['mine7', 'mine15', 'mine30', 'ons_anyviolence1', 'year'], dtype='object')\n",
      "observations p 0   28980\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 28979 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['mine7', 'mine15', 'mine30', 'ons_anyviolence1', 'year'], dtype='object')\n",
      "observations p 1   18841\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 18840 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['mine7', 'mine15', 'mine30', 'ons_armedconf1', 'year'], dtype='object')\n",
      "observations p 0   32397\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 32396 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index(['mine7', 'mine15', 'mine30', 'ons_armedconf1', 'year'], dtype='object')\n",
      "observations p 1   25011\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n",
      "<ipython-input-12-ade8b6b7fc45>:147: DeprecationWarning: This function is deprecated. Please call randint(0, 25010 + 1) instead\n",
      "  indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))\n"
     ]
    }
   ],
   "source": [
    "data = read_topics_data([7,15,30], \"1_3\",str(200), str(0), \"superall\", \"RandomForest\", str(0),str(1),\"christopherrauh\")\n",
    "\n",
    "g = 1\n",
    "where = 'superall'\n",
    "lines = [':', '--', '-', '-', '-.', ':', '--', ':', '-.']\n",
    "\n",
    "colors = ['darkgreen', 'darkorange', 'navy', 'gray', 'red', 'pink', 'blue','yellow','pink']\n",
    "\n",
    "\n",
    "#events = ['anyviolence', 'armedconf', 'civilwar']\n",
    "events = ['anyviolence']\n",
    "\n",
    "hurz = 0\n",
    "hurzx = 0\n",
    "\n",
    "\n",
    "fpr = dict()\n",
    "tpr = dict()\n",
    "roc_auc = dict()\n",
    "roc_auc_year = dict()\n",
    "\n",
    "\n",
    "pf = dict()\n",
    "pt = dict()\n",
    "precision = dict()\n",
    "\n",
    "roc_auc_CI_u = dict()\n",
    "roc_auc_CI_d = dict()\n",
    "\n",
    "precision_u = dict()\n",
    "precision_d = dict()\n",
    "\n",
    "so = np.linspace(0,1)\n",
    "\n",
    "plt.rc('xtick', labelsize=10) \n",
    "plt.rc('ytick', labelsize=10)\n",
    "\n",
    "d = -1\n",
    "\n",
    "labels = ['7 topics', '15 Topics', '30 topics']\n",
    "#preders = ['text7', 'text15', 'text30']\n",
    "\n",
    "#what = 'mine'\n",
    "for what in ['text','mine']:\n",
    "    preders = []\n",
    "    for q in [7,15,30]:\n",
    "        preders.append(what+str(q))\n",
    "\n",
    "    for dup in dpdf:\n",
    "\n",
    "\n",
    "        dep = 'ons_' + dup\n",
    "\n",
    "        dp = dup + '_dp'\n",
    "\n",
    "        shortdep = dep[4:]\n",
    "\n",
    "        dep = dep + str(g)\n",
    "\n",
    "\n",
    "        #dependent variable\n",
    "        d = d + 1\n",
    "\n",
    "        for p in range(0,2):\n",
    "\n",
    "\n",
    "\n",
    "            preds = data.drop(data[(data.dep != dep)].index)\n",
    "\n",
    "            other = 'ons_anyviolence' + str(g)\n",
    "            #other2 = 'ons_civilwar' + str(g)\n",
    "            if dep == 'ons_anyviolence' + str(g):\n",
    "                other = 'ons_armedconf' + str(g)\n",
    "                preds = preds.drop(preds[(preds[dup] == 1)].index)\n",
    "            else:\n",
    "                preds = preds.drop(preds[(preds['best'] > 49)].index)\n",
    "\n",
    "            preds['diplomacy'] = preds[shortdep+'_dp']\n",
    "\n",
    "            if p == 1:\n",
    "                preds = preds.dropna(how='any', subset=['diplomacy'])\n",
    "                preds = preds.drop(preds[(preds.diplomacy <= 120)].index)\n",
    "\n",
    "            elif p == 2:\n",
    "\n",
    "                preds = preds.dropna(how='any', subset=['diplomacy'])\n",
    "                preds = preds.drop(preds[(preds.diplomacy > 120)].index)\n",
    "\n",
    "\n",
    "            preds = preds.drop(other, axis=1) \n",
    "            #preds = preds.drop(other2, axis=1) \n",
    "            preds = preds.drop('region_o', axis=1) \n",
    "            preds = preds.drop('subregion_o', axis=1) \n",
    "\n",
    "            doof = []\n",
    "            for ei in preders:\n",
    "                doof.append(ei)\n",
    "            doof.append(dep)\n",
    "            doof.append('year')\n",
    "\n",
    "            preds = preds[doof]\n",
    "            print(preds.columns)\n",
    "\n",
    "\n",
    "            preds = preds.dropna(how='any')\n",
    "            outcome = preds[[dep]]\n",
    "\n",
    "            preds0 = preds[preders]\n",
    "\n",
    "\n",
    "\n",
    "            outcomex = outcome.values\n",
    "            predsx = preds0.values\n",
    "\n",
    "            print('observations p',p, ' ', len(outcomex))\n",
    "\n",
    "            #print(predsx)\n",
    "\n",
    "            #sets of variables\n",
    "            for i in range(0,len(labels)):\n",
    "\n",
    "                fpr[d,i,p], tpr[d,i,p], _ = roc_curve(outcomex[:], predsx[:, i])\n",
    "                roc_auc[d,i,p] = auc(fpr[d,i,p], tpr[d,i,p])\n",
    "\n",
    "                pt[d,i,p], pf[d,i,p], _ = precision_recall_curve(outcomex[:], predsx[:, i])\n",
    "                precision[d,i,p] = average_precision_score(outcomex[:], predsx[:, i])\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            outcomes_original = outcomex[:]\n",
    "            preds_original = predsx[:,:]\n",
    "\n",
    "            n_bootstraps = 1000\n",
    "            rng_seed = 42  # control reproducibility                        \n",
    "            rng = np.random.RandomState(rng_seed)\n",
    "\n",
    "            #print(predsx)\n",
    "\n",
    "\n",
    "            for i in range(0,len(labels)):\n",
    "                #bootstrap for 95% CI\n",
    "                bootstrapped_scores = []\n",
    "                bootstrapped_precision = []\n",
    "                for j in range(n_bootstraps):\n",
    "                    # bootstrap by sampling with replacement on the prediction indices\n",
    "                    indices = rng.random_integers(0, len(predsx[:, i]) - 1, len(predsx[:, i]))                                                            \n",
    "                    blub,blab, _ = roc_curve(outcomex[indices], predsx[indices, i])                                \n",
    "                    score = auc(blub, blab)\n",
    "                    bootstrapped_scores.append(score)\n",
    "                    bootstrapped_precision.append(average_precision_score(outcomex[indices], predsx[indices, i]))\n",
    "\n",
    "\n",
    "\n",
    "                sorted_scores = np.array(bootstrapped_scores)\n",
    "                sorted_scores.sort()\n",
    "\n",
    "                confidence_lower = sorted_scores[int(0.025 * len(sorted_scores))]\n",
    "                confidence_upper = sorted_scores[int(0.975 * len(sorted_scores))]\n",
    "\n",
    "                roc_auc_CI_d[d,i,p] = confidence_lower\n",
    "                roc_auc_CI_u[d,i,p] = confidence_upper\n",
    "\n",
    "\n",
    "                #fpr[d,i,p], tpr[d,i,p], _ = roc_curve(outcomes_original[:], preds_original[:, i])\n",
    "                #roc_auc[d,i,p] = auc(fpr[d,i,p], tpr[d,i,p])\n",
    "\n",
    "                #pt[d,i,p], pf[d,i,p], _ = precision_recall_curve(outcomex[:], predsx[:, i])\n",
    "                #precision[d,i,p] = average_precision_score(outcomex[:], predsx[:, i])\n",
    "\n",
    "                sorted_scores = np.array(bootstrapped_precision)\n",
    "                sorted_scores.sort()\n",
    "                precision_d[d,i,p] = sorted_scores[int(0.025 * len(sorted_scores))]\n",
    "                precision_u[d,i,p] = sorted_scores[int(0.975 * len(sorted_scores))]\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "            if p == 0:\n",
    "                callit = 'overall'\n",
    "            elif p == 1:\n",
    "                callit = 'diplomacy'\n",
    "            elif p == 2:\n",
    "                callit = 'peacekeeping'\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "    events = ['anyviolence']\n",
    "\n",
    "    mytitle = ['All cases','Hard cases']\n",
    "    myx = ['False Positive Rate','False Positive Rate']\n",
    "    myy = ['True Positive Rate', '']\n",
    "\n",
    "    for d in range(0,1):\n",
    "        axnum = 0\n",
    "        for p in range(0,2):\n",
    "\n",
    "            axnum = axnum + 1\n",
    "            #axname = 'ax' + str(axnum)\n",
    "            plt.subplot(1,2,axnum).set(adjustable='box', aspect='equal')\n",
    "            plt.plot(so, so, color='gray', lw=0.25, linestyle='--')\n",
    "            for i in range(0,len(labels)):\n",
    "                plt.plot(fpr[d,i,p], tpr[d,i,p],\n",
    "                    label=labels[i]+' {0:0.2f}'\n",
    "                    ''.format(roc_auc[d,i,p])+' [{0:0.2f},'\n",
    "                    ''.format(roc_auc_CI_d[d,i,p])+'{0:0.2f}]'\n",
    "                    ''.format(roc_auc_CI_u[d,i,p]),\n",
    "                    color=colors[i], linestyle=lines[i], linewidth=lw)\n",
    "\n",
    "                plt.ylabel(myy[axnum-1], fontsize=ts)\n",
    "                plt.xlabel(myx[axnum-1], fontsize=ts)\n",
    "                plt.legend(frameon=False,fancybox=True, framealpha=0.5,loc='lower right', fontsize=lts)\n",
    "                plt.title(mytitle[axnum-1], fontsize=ts)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "        #savefig(readin + 'Figures_'+ where + '/' + more + str(longer) +'_AUC_'+kick_weird+'_'+str(cutter)+'_'+tokens+'_pairwise'+str(pairs)+'_'+events[d]+str(t)+'_'+str(g)+'.pdf', bbox_inches='tight')\n",
    "        savefig(readin + 'Figures_'+ where + '/' + events[d] + '_AUC_topic_vary_both_' + what + '.pdf', bbox_inches='tight')\n",
    "        plt.close()\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
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